#!/usr/bin/env bash # This script shows how to build the Docker image and push it to ECR to be ready for use # by SageMaker. # There are 3 arguments in this script: # - image - required, this will be used as the image on the local machine and combined with the account and region to form the repository name for ECR; # - tag - optional, if provided, it will be used as ":tag" of your image; otherwise, ":latest" will be used; # - Dockerfile - optional, if provided, then docker will try to build image from provided dockerfile (e.g. "Dockerfile.serving"); otherwise, default "Dcokerfile" will be used. # Usage examples: # 1. "./build_and_push.sh d2-sm-coco-serving debug Dockerfile.serving" # 2. "./build_and_push.sh d2-sm-coco v2" image=$1 tag=$2 dockerfile=$3 if [ "$image" == "" ] then echo "Usage: $0 " exit 1 fi # Get the account number associated with the current IAM credentials account=$(aws sts get-caller-identity --query Account --output text) if [ $? -ne 0 ] then exit 255 fi # Get the region defined in the current configuration (default to us-east-1 if none defined) region=$(aws configure get region) echo "Working in region $region" if [ "$tag" == "" ] then fullname="${account}.dkr.ecr.${region}.amazonaws.com/${image}:latest" else fullname="${account}.dkr.ecr.${region}.amazonaws.com/${image}:${tag}" fi # If the repository doesn't exist in ECR, create it. aws ecr describe-repositories --repository-names "${image}" > /dev/null 2>&1 if [ $? -ne 0 ] then aws ecr create-repository --repository-name "${image}" > /dev/null fi # Get the login command from ECR and execute it directly $(aws ecr get-login --region ${region} --no-include-email) # Build the docker image locally with the image name and then push it to ECR # with the full name. if [ "$dockerfile" == "" ] then docker build -t ${image} . --build-arg REGION=${region} else docker build -t ${image} . -f ${dockerfile} --build-arg REGION=${region} fi docker tag ${image} ${fullname} docker push ${fullname}